{"id":"https://openalex.org/W4386307053","doi":"https://doi.org/10.1109/tc.2023.3310678","title":"SciNet: Codesign of Resource Management in Cloud Computing Environments","display_name":"SciNet: Codesign of Resource Management in Cloud Computing Environments","publication_year":2023,"publication_date":"2023-08-31","ids":{"openalex":"https://openalex.org/W4386307053","doi":"https://doi.org/10.1109/tc.2023.3310678"},"language":"en","primary_location":{"id":"doi:10.1109/tc.2023.3310678","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tc.2023.3310678","pdf_url":null,"source":{"id":"https://openalex.org/S157670870","display_name":"IEEE Transactions on Computers","issn_l":"0018-9340","issn":["0018-9340","1557-9956","2326-3814"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computers","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024179661","display_name":"Shreshth Tuli","orcid":"https://orcid.org/0000-0003-2960-1128"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Shreshth Tuli","raw_affiliation_strings":["Department of Computing, Imperial College London, London, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045967404","display_name":"Giuliano Casale","orcid":"https://orcid.org/0000-0003-4548-7951"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Giuliano Casale","raw_affiliation_strings":["Department of Computing, Imperial College London, London, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036583884","display_name":"Nicholas R. Jennings","orcid":"https://orcid.org/0000-0003-0166-248X"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nicholas R. Jennings","raw_affiliation_strings":["Department of Computing, Imperial College London, London, U.K","Loughborough University, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Loughborough University, U.K","institution_ids":["https://openalex.org/I143804889"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024179661"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":0.9895,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77297475,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"72","issue":"12","first_page":"3590","last_page":"3602"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8690019845962524},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7730070948600769},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.6741713285446167},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6598361730575562},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6402968168258667},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5433396697044373},{"id":"https://openalex.org/keywords/cloudlet","display_name":"Cloudlet","score":0.493387371301651},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.47358185052871704},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.4725123345851898},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2779029905796051},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.21670600771903992},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1398126482963562}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8690019845962524},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7730070948600769},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.6741713285446167},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6598361730575562},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6402968168258667},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5433396697044373},{"id":"https://openalex.org/C2781055072","wikidata":"https://www.wikidata.org/wiki/Q25325266","display_name":"Cloudlet","level":3,"score":0.493387371301651},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.47358185052871704},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.4725123345851898},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2779029905796051},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.21670600771903992},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1398126482963562}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tc.2023.3310678","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tc.2023.3310678","pdf_url":null,"source":{"id":"https://openalex.org/S157670870","display_name":"IEEE Transactions on Computers","issn_l":"0018-9340","issn":["0018-9340","1557-9956","2326-3814"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computers","raw_type":"journal-article"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/106214","is_oa":false,"landing_page_url":"http://hdl.handle.net/10044/1/106214","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"3602","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320283","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2045287414","https://openalex.org/W2114296561","https://openalex.org/W2133564696","https://openalex.org/W2136657126","https://openalex.org/W2342649568","https://openalex.org/W2417800902","https://openalex.org/W2547875792","https://openalex.org/W2747599906","https://openalex.org/W2811507150","https://openalex.org/W2891638642","https://openalex.org/W2901895730","https://openalex.org/W2909808587","https://openalex.org/W2960833983","https://openalex.org/W2980786075","https://openalex.org/W2996131224","https://openalex.org/W2997699195","https://openalex.org/W2999862950","https://openalex.org/W3006170159","https://openalex.org/W3019178292","https://openalex.org/W3034957730","https://openalex.org/W3036886972","https://openalex.org/W3039409693","https://openalex.org/W3041971333","https://openalex.org/W3087818307","https://openalex.org/W3088296350","https://openalex.org/W3112555615","https://openalex.org/W3131905909","https://openalex.org/W3135664775","https://openalex.org/W3137802491","https://openalex.org/W3142170088","https://openalex.org/W3156159408","https://openalex.org/W3157527198","https://openalex.org/W3166244420","https://openalex.org/W3193212547","https://openalex.org/W3204216247","https://openalex.org/W3206917900","https://openalex.org/W3207145375","https://openalex.org/W3210110405","https://openalex.org/W3211046556","https://openalex.org/W3216508375","https://openalex.org/W4205208902","https://openalex.org/W4220796798","https://openalex.org/W4293195477","https://openalex.org/W4366310698","https://openalex.org/W4385245566","https://openalex.org/W6631190155","https://openalex.org/W6679434410","https://openalex.org/W6717080717","https://openalex.org/W6729448088","https://openalex.org/W6739901393","https://openalex.org/W6790765084"],"related_works":["https://openalex.org/W2474275862","https://openalex.org/W3082808059","https://openalex.org/W2288076623","https://openalex.org/W3008399534","https://openalex.org/W3175669490","https://openalex.org/W2549050854","https://openalex.org/W3004410072","https://openalex.org/W1939996075","https://openalex.org/W3181553685","https://openalex.org/W2118113972"],"abstract_inverted_index":{"The":[0],"rise":[1],"of":[2,14,36,153],"distributed":[3],"cloud":[4,40,84,136,226],"computing":[5],"technologies":[6],"has":[7],"been":[8],"pivotal":[9],"for":[10,20,78],"the":[11,59,72,100,116,154,205,253],"large-scale":[12,135],"adoption":[13],"Artificial":[15],"Intelligence":[16],"(AI)":[17],"based":[18,178,191,203],"applications":[19,222],"high":[21],"fidelity":[22],"and":[23,42,54,75,83,112,127,160,199,246],"scalable":[24],"service":[25,85],"delivery.":[26],"Systematic":[27],"resource":[28,49,101],"management":[29,102],"is":[30,43],"central":[31],"in":[32,39,134],"maintaining":[33],"optimal":[34,79,189,212],"Quality":[35],"Service":[37],"(QoS)":[38],"platforms":[41],"divided":[44],"into":[45],"three":[46],"fundamental":[47],"types:":[48],"provisioning,":[50,73],"AI":[51],"model":[52,197],"deployment":[53,74],"workload":[55],"placement.":[56],"To":[57,138,165],"exploit":[58],"synergy":[60],"among":[61],"these":[62],"decision":[63,93,109,201],"types,":[64],"it":[65],"becomes":[66],"imperative":[67],"to":[68,88,114,156,183,210,233,252],"concurrently":[69],"design":[70],"(co-design)":[71],"placement":[76],"decisions":[77,190,213],"QoS.":[80],"As":[81],"users":[82],"providers":[86],"shift":[87],"non-stationary":[89],"AI-based":[90,105,220],"workloads,":[91],"frequent":[92],"making":[94,130,202],"imposes":[95],"severe":[96],"time":[97],"constraints":[98],"on":[99,192,204,223],"models.":[103],"Existing":[104],"solutions":[106],"often":[107],"optimize":[108],"types":[110],"independently":[111],"tend":[113],"ignore":[115],"dependencies":[117,159],"across":[118],"various":[119],"system":[120],"performance":[121],"aspects":[122],"such":[123],"as":[124],"energy":[125,244],"consumption":[126,245],"CPU":[128],"utilization,":[129],"them":[131],"perform":[132],"poorly":[133],"systems.":[137],"address":[139],"this,":[140],"we":[141],"propose":[142],"a":[143,150,175,224],"novel":[144],"method,":[145],"called":[146],"SciNet,":[147],"that":[148,181,229],"leverages":[149],"co-simulated":[151,193],"digital-twin":[152],"infrastructure":[155],"capture":[157],"inter-metric":[158],"accurately":[161],"estimate":[162],"QoS":[163,194],"scores.":[164],"avoid":[166],"expensive":[167],"simulation":[168],"overheads":[169],"at":[170],"test":[171],"time,":[172],"SciNet":[173,209,230],"trains":[174],"neural":[176],"network":[177],"imitation":[179,206],"learner":[180],"aims":[182],"mimic":[184],"an":[185],"oracle,":[186],"which":[187],"takes":[188],"estimates.":[195],"Offline":[196],"training":[198],"online":[200],"learner,":[207],"enables":[208],"take":[211],"while":[214],"being":[215],"time-efficient.":[216],"Experiments":[217],"with":[218],"real-life":[219],"benchmark":[221],"public":[225],"testbed":[227],"show":[228],"gives":[231],"up":[232],"48%":[234],"lower":[235,243,248],"execution":[236],"cost,":[237],"79%":[238],"higher":[239],"inference":[240],"accuracy,":[241],"71%":[242],"56%":[247],"response":[249],"times":[250],"compared":[251],"current":[254],"state-of-the-art":[255],"methods.":[256]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
